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A project should understand the contribution of individual metrics to their overall rewards #3189

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ccerv1 opened this issue Mar 7, 2025 · 1 comment
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c:analytics Analytics and metrics

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ccerv1 commented Mar 7, 2025

What is it?

There is a non-linear relationship between metric scores and rewards. We need to find a way to approximate the actual importance of any given metric to a project's OP rewards.

The approach used in the scoring algorithm is to:

  • Minmax normalize across each metric
  • Apply weights to each normalized metric
  • Take the power mean of all metrics
  • Apply the Foundation's business logic for normalizing, capping, and re-allocating rewards so they add up to the total for the round

One approach might be to look at a project's quantile for each metric, apply the weights, sum, and then take the ratios of each metric to the sum.

@ccerv1 ccerv1 added the c:analytics Analytics and metrics label Mar 7, 2025
@ccerv1 ccerv1 added this to the [c] Retro Funding S7 Metrics milestone Mar 7, 2025
@ccerv1 ccerv1 self-assigned this Mar 7, 2025
@github-project-automation github-project-automation bot moved this to Backlog in OSO Mar 7, 2025
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